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Related Concept Videos

Genome-wide Association Studies-GWAS01:11

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Genome-wide association studies or GWAS are used to identify whether common SNPs are associated with certain diseases. Suppose specific SNPs are more frequently observed in individuals with a particular disease than those without the disease. In that case, those SNPs are said to be associated with the disease. Chi-square analysis is performed to check the probability of the allele likely to be associated with the disease.
GWAS does not require the identification of the target gene involved in...
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Infinium Assay for Large-scale SNP Genotyping Applications
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Quality Control Procedures for High-Throughput Genetic Association Studies.

Ciara Coleman1,2, Emma M Quinn1,2, Ross McManus3,4

  • 1Department of Medicine, Institute of Molecular Medicine, Trinity College Dublin, College Green, Dublin 2, Ireland.

Methods in Molecular Biology (Clifton, N.J.)
|October 27, 2015
PubMed
Summary

Genome-wide association studies identified celiac disease (CD) risk variants. The Immunochip array offers high-density genotyping for deeper analysis of genetic factors in CD and other autoimmune diseases.

Keywords:
Celiac diseaseGenome-wide association studyImmunochip

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Area of Science:

  • Genetics
  • Immunology
  • Bioinformatics

Background:

  • Genome-wide association (GWA) studies are crucial for identifying genetic disease determinants.
  • Early GWA studies identified celiac disease (CD) risk variants but lacked marker density.
  • The Immunochip array was developed for deep replication and fine mapping of autoimmune disease loci.

Purpose of the Study:

  • To describe methods for Immunochip genotyping.
  • To outline bioinformatics for quality control and analysis of Immunochip data.
  • To facilitate genetic analysis of celiac disease and other autoimmune conditions.

Main Methods:

  • Immunochip genotyping using a custom high-density array.
  • Bioinformatics pipelines for data quality control.
  • Statistical analysis of genetic polymorphism data.

Main Results:

  • The Immunochip array enables high-density genotyping for genetic studies.
  • Established methods for quality control and analysis of Immunochip data.
  • Facilitates comparison of genetic markers across multiple autoimmune diseases.

Conclusions:

  • Immunochip genotyping and bioinformatics are essential for detailed genetic analysis.
  • This approach enhances the study of genetic variance in celiac disease.
  • Provides a standardized platform for investigating autoimmune and inflammatory diseases.